Radiology

Latest AI and machine learning research in radiology for healthcare professionals.

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Inferior epigastric artery pseudoaneurysm secondary to port placement during a robot-assisted laparoscopic radical cystectomy.

Pseudoaneurysm occurs when the artery wall is damaged and the blood is contained by the surrounding ...

Mar 2020 32162156
Unsupervised Machine Learning Reveals Novel Traumatic Brain Injury Patient Phenotypes with Distinct Acute Injury Profiles and Long-Term Outcomes.

The heterogeneity of traumatic brain injury (TBI) remains a core challenge for the success of interv...

Mar 2020 32008422
Connectome-Based Propagation Model in Amyotrophic Lateral Sclerosis.

OBJECTIVE: Clinical trials in amyotrophic lateral sclerosis (ALS) continue to rely on survival or fu...

Mar 2020 32072667
A machine learning approach on multiscale texture analysis for breast microcalcification diagnosis.

BACKGROUND: Screening programs use mammography as primary diagnostic tool for detecting breast cance...

Mar 2020 32164532
Detection of Moderate Traumatic Brain Injury from Resting-State Eye-Closed Electroencephalography.

Traumatic brain injury (TBI) is one of the injuries that can bring serious consequences if medical a...

Mar 2020 32256555
Improving breast mass classification by shared data with domain transformation using a generative adversarial network.

Training of a convolutional neural network (CNN) generally requires a large dataset. However, it is ...

Mar 2020 32339129
Estimating brain age based on a uniform healthy population with deep learning and structural magnetic resonance imaging.

Numerous studies have established that estimated brain age constitutes a valuable biomarker that is ...

Mar 2020 32305781
Augmented patient-specific functional medical imaging by implicit manifold learning.

This paper uses machine learning to enrich magnetic resonance angiography and magnetic resonance ima...

Mar 2020 32091652
Adaptive and Compressive Beamforming Using Deep Learning for Medical Ultrasound.

In ultrasound (US) imaging, various types of adaptive beamforming techniques have been investigated ...

Mar 2020 32149628
Artificial intelligence and convolution neural networks assessing mammographic images: a narrative literature review.

Studies have shown that the use of artificial intelligence can reduce errors in medical image assess...

Mar 2020 32134206
The impact of iterative reconstruction algorithms on machine learning-based coronary CT angiography-derived fractional flow reserve (CT-FFR) values.

To evaluate the impact of an iterative reconstruction (IR) algorithm (advanced modeled iterative rec...

Mar 2020 32130576
CVSnet: A machine learning approach for automated central vein sign assessment in multiple sclerosis.

The central vein sign (CVS) is an efficient imaging biomarker for multiple sclerosis (MS) diagnosis,...

Mar 2020 32125737
Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening Mammograms.

IMPORTANCE: Mammography screening currently relies on subjective human interpretation. Artificial in...

Mar 2020 32119094
Deep learning-based attenuation correction in the absence of structural information for whole-body positron emission tomography imaging.

Deriving accurate structural maps for attenuation correction (AC) of whole-body positron emission to...

Mar 2020 31869826
Catheter segmentation in X-ray fluoroscopy using synthetic data and transfer learning with light U-nets.

Background and objectivesAutomated segmentation and tracking of surgical instruments and catheters u...

Feb 2020 32171151
Multimodal Image Analysis for Assessing Multiple Sclerosis and Future Prospects Powered by Artificial Intelligence.

The purpose of this paper is to serve as a template for greater understanding for the practicing rad...

Feb 2020 32448487
Multi-sequence MR image-based synthetic CT generation using a generative adversarial network for head and neck MRI-only radiotherapy.

PURPOSE: The purpose of this study is to investigate the effect of different magnetic resonance (MR)...

Feb 2020 32027027
In vivo imaging of phosphocreatine with artificial neural networks.

Phosphocreatine (PCr) plays a vital role in neuron and myocyte energy homeostasis. Currently, there ...

Feb 2020 32102999
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